ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2007.06346
  4. Cited By
Whitening for Self-Supervised Representation Learning
v1v2v3v4v5 (latest)

Whitening for Self-Supervised Representation Learning

International Conference on Machine Learning (ICML), 2020
13 July 2020
Aleksandr Ermolov
Aliaksandr Siarohin
E. Sangineto
Andrii Zadaianchuk
    SSL
ArXiv (abs)PDFHTMLGithub (129★)

Papers citing "Whitening for Self-Supervised Representation Learning"

50 / 227 papers shown
APT: Affine Prototype-Timestamp For Time Series Forecasting Under Distribution Shift
APT: Affine Prototype-Timestamp For Time Series Forecasting Under Distribution Shift
Y. Li
Zezhi Shao
Chengqing Yu
Yisong Fu
Tao Sun
Yongjun Xu
Fei Wang
AI4TS
151
0
0
17 Nov 2025
LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics
LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics
Randall Balestriero
Yann LeCun
635
41
0
11 Nov 2025
CoMA: Complementary Masking and Hierarchical Dynamic Multi-Window Self-Attention in a Unified Pre-training Framework
CoMA: Complementary Masking and Hierarchical Dynamic Multi-Window Self-Attention in a Unified Pre-training Framework
Jiaxuan Li
Qing Xu
Xiangjian He
Ziyu Liu
Chang Xing
Zhen Chen
Daokun Zhang
Rong Qu
Chang Wen Chen
136
0
0
08 Nov 2025
T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning
T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning
Julie Mordacq
David Loiseaux
Vicky Kalogeiton
S. Oudot
256
0
0
27 Oct 2025
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing DataIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Gianmarco Perantoni
Lorenzo Bruzzone
NoLa
239
0
0
07 Oct 2025
Gaussian Embeddings: How JEPAs Secretly Learn Your Data Density
Gaussian Embeddings: How JEPAs Secretly Learn Your Data Density
Randall Balestriero
Nicolas Ballas
Mike Rabbat
Yann LeCun
DRL
293
6
0
07 Oct 2025
Provable Affine Identifiability of Nonlinear CCA under Latent Distributional Priors
Provable Affine Identifiability of Nonlinear CCA under Latent Distributional Priors
Zhiwei Han
Stefan Matthes
Hao Shen
CML
190
1
0
06 Oct 2025
Self-Supervised Representation Learning as Mutual Information Maximization
Self-Supervised Representation Learning as Mutual Information Maximization
Akhlaqur Rahman Sabby
Yi Sui
Tongzi Wu
Jesse C. Cresswell
Ga Wu
SSL
235
0
0
01 Oct 2025
GenView++: Unifying Adaptive Generative Augmentation and Quality-Driven Supervision for Contrastive Representation Learning
GenView++: Unifying Adaptive Generative Augmentation and Quality-Driven Supervision for Contrastive Representation Learning
Xiaojie Li
Bei Wang
Jianlong Wu
Yue Yu
Liqiang Nie
Min Zhang
Min Zhang
AI4TS
235
0
0
28 Sep 2025
An Investigation into the Performance of Non-Contrastive Self-Supervised Learning Methods for Network Intrusion Detection
An Investigation into the Performance of Non-Contrastive Self-Supervised Learning Methods for Network Intrusion DetectionInternational Conference on Information, Communications and Signal Processing (ICICS), 2025
Hamed Fard
Tobias Schalau
Gerhard Wunder
SSLAAML
290
2
0
27 Sep 2025
A Generalized Learning Framework for Self-Supervised Contrastive Learning
A Generalized Learning Framework for Self-Supervised Contrastive Learning
Lingyu Si
Jingyao Wang
Wenwen Qiang
SSL
182
0
0
19 Aug 2025
Foundation Model for Skeleton-Based Human Action Understanding
Foundation Model for Skeleton-Based Human Action UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Hongsong Wang
Wanjiang Weng
Junbo Wang
Fang Zhao
Guo-Sen Xie
Xin Geng
Liang Wang
186
8
0
18 Aug 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation
Yooshin Cho
Hanbyel Cho
Janghyeon Lee
H. Hong
Jaesung Ahn
Junmo Kim
225
0
0
27 Jul 2025
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks
Athinoulla Konstantinou
Georgios Leontidis
Mamatha Thota
A. Durrant
3DPC
301
0
0
11 Jun 2025
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics
Kiran Kokilepersaud
Mohit Prabhushankar
Ghassan AlRegib
446
1
0
18 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models
Hafez Ghaemi
Eilif Muller
Shahab Bakhtiari
707
3
0
06 May 2025
Meta-Representational Predictive Coding: Biomimetic Self-Supervised Learning
Meta-Representational Predictive Coding: Biomimetic Self-Supervised Learning
Alexander Ororbia
Karl J. Friston
Rajesh P. N. Rao
SSL
338
3
0
22 Mar 2025
ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression
ACCon: Angle-Compensated Contrastive Regularizer for Deep RegressionAAAI Conference on Artificial Intelligence (AAAI), 2025
Botao Zhao
Xiaoyang Qu
Zuheng Kang
Junqing Peng
Jing Xiao
Jianzong Wang
307
0
0
13 Jan 2025
Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning
Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning
Chuang Niu
Wenjun Xia
Hongming Shan
Ge Wang
80
2
0
08 Jan 2025
SSL Framework for Causal Inconsistency between Structures and Representations
SSL Framework for Causal Inconsistency between Structures and Representations
Hang Chen
Xinyu Yang
Keqing Du
Wenya Wang
468
2
0
03 Jan 2025
Perception Stitching: Zero-Shot Perception Encoder Transfer for Visuomotor Robot Policies
Perception Stitching: Zero-Shot Perception Encoder Transfer for Visuomotor Robot Policies
Pingcheng Jian
Easop Lee
Zachary I. Bell
Michael M. Zavlanos
Boyuan Chen
586
1
0
03 Jan 2025
USDRL: Unified Skeleton-Based Dense Representation Learning with
  Multi-Grained Feature Decorrelation
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature DecorrelationAAAI Conference on Artificial Intelligence (AAAI), 2024
Wanjiang Weng
Hongsong Wang
Junbo He
Lei He
Guosen Xie
465
14
0
12 Dec 2024
GUESS: Generative Uncertainty Ensemble for Self Supervision
GUESS: Generative Uncertainty Ensemble for Self Supervision
S. Mohamadi
Gianfranco Doretto
Donald Adjeroh
UQCV
324
0
0
03 Dec 2024
Rethinking Self-Supervised Learning Within the Framework of Partial
  Information Decomposition
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition
S. Mohamadi
Gianfranco Doretto
Donald Adjeroh
SSL
387
0
0
03 Dec 2024
Direct Coloring for Self-Supervised Enhanced Feature Decoupling
Direct Coloring for Self-Supervised Enhanced Feature Decoupling
S. Mohamadi
Gianfranco Doretto
Donald Adjeroh
507
0
0
03 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised
  Learning from Evolutionary Game Theory Perspective
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory PerspectiveInternational Journal of Computer Vision (IJCV), 2024
Jiangmeng Li
Zehua Zang
Qirui Ji
Chuxiong Sun
Jingyao Wang
Junge Zhang
Changwen Zheng
Gang Hua
Hui Xiong
SSL
361
3
0
30 Nov 2024
TAROT: Targeted Data Selection via Optimal Transport
TAROT: Targeted Data Selection via Optimal Transport
Lan Feng
Fan Nie
Yuejiang Liu
Alexandre Alahi
OT
700
3
0
30 Nov 2024
Multi-Token Enhancing for Vision Representation Learning
Multi-Token Enhancing for Vision Representation Learning
Zhong-Yu Li
Yu-Song Hu
Bo Yin
Ming-Ming Cheng
546
2
0
24 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image
  Modeling
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling
Zhong-Yu Li
Yunheng Li
Deng-Ping Fan
Ming-Ming Cheng
414
0
0
24 Nov 2024
Negative-Free Self-Supervised Gaussian Embedding of Graphs
Negative-Free Self-Supervised Gaussian Embedding of GraphsNeural Networks (NN), 2024
Yunhui Liu
Tieke He
Tao Zheng
Jianhua Zhao
SSL
374
8
0
02 Nov 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations
SigCLR: Sigmoid Contrastive Learning of Visual Representations
Ömer Veysel Çağatan
359
1
0
22 Oct 2024
Robust Training Objectives Improve Embedding-based Retrieval in
  Industrial Recommendation Systems
Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems
Matthew Kolodner
Mingxuan Ju
Zihao Fan
Tong Zhao
Elham Ghazizadeh
Yan Wu
Neil Shah
Yozen Liu
196
7
0
23 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning
Explicit Mutual Information Maximization for Self-Supervised LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Lele Chang
Peilin Liu
Qinghai Guo
Fei Wen
SSL
378
1
0
07 Sep 2024
Covariance-corrected Whitening Alleviates Network Degeneration on
  Imbalanced Classification
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification
Zhiwei Zhang
230
1
0
30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers
Asifullah Khan
A. Sohail
Mustansar Fiaz
Mehdi Hassan
Tariq Habib Afridi
...
Muhammad Zaigham Zaheer
Kamran Ali
Tangina Sultana
Ziaurrehman Tanoli
Naeem Akhter
1.0K
14
0
30 Aug 2024
Enhancing Sound Source Localization via False Negative Elimination
Enhancing Sound Source Localization via False Negative EliminationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Zengjie Song
Jiangshe Zhang
Yuxi Wang
Junsong Fan
Zhaoxiang Zhang
378
4
0
29 Aug 2024
Whitening Consistently Improves Self-Supervised Learning
Whitening Consistently Improves Self-Supervised LearningInternational Conference on Machine Learning and Applications (ICMLA), 2024
András Kalapos
Bálint Gyires-Tóth
SSL
307
4
0
14 Aug 2024
A Survey on Cell Nuclei Instance Segmentation and Classification:
  Leveraging Context and Attention
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention
João D. Nunes
D. Montezuma
Domingos Oliveira
Tania Pereira
Jaime S. Cardoso
336
0
0
26 Jul 2024
ColorMAE: Exploring data-independent masking strategies in Masked
  AutoEncoders
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders
Carlos Hinojosa
Shuming Liu
Guohao Li
293
10
0
17 Jul 2024
CroMo-Mixup: Augmenting Cross-Model Representations for Continual
  Self-Supervised Learning
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning
Erum Mushtaq
D. Yaldiz
Yavuz Faruk Bakman
Jie Ding
Chenyang Tao
Dimitrios Dimitriadis
A. Avestimehr
CLL
414
5
0
16 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit
  Cluster Balancing
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing
Ioannis Maniadis Metaxas
Georgios Tzimiropoulos
Ioannis Patras
SSL
361
2
0
15 Jul 2024
An Empirical Study into Clustering of Unseen Datasets with
  Self-Supervised Encoders
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders
Scott C. Lowe
Joakim Bruslund Haurum
Sageev Oore
T. Moeslund
Graham W. Taylor
SSL
277
5
0
04 Jun 2024
MuDreamer: Learning Predictive World Models without Reconstruction
MuDreamer: Learning Predictive World Models without Reconstruction
Maxime Burchi
Radu Timofte
248
8
0
23 May 2024
DINO as a von Mises-Fisher mixture model
DINO as a von Mises-Fisher mixture modelInternational Conference on Learning Representations (ICLR), 2024
Hariprasath Govindarajan
Per Sidén
Jacob Roll
Fredrik Lindsten
318
20
0
17 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision
A Review on Discriminative Self-supervised Learning Methods in Computer Vision
Nikolaos Giakoumoglou
Tania Stathaki
Athanasios Gkelias
SSL
483
1
0
08 May 2024
SemiPL: A Semi-supervised Method for Event Sound Source Localization
SemiPL: A Semi-supervised Method for Event Sound Source Localization
Yue Li
Baiqiao Yin
Jinfu Liu
Jiajun Wen
Jiaying Lin
Mengyuan Liu
283
1
0
30 Apr 2024
Integrating Present and Past in Unsupervised Continual Learning
Integrating Present and Past in Unsupervised Continual Learning
Yipeng Zhang
Laurent Charlin
R. Zemel
Mengye Ren
CLL
292
7
0
29 Apr 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning
  Localizability, Composability, and Decomposability from Anatomy via
  Self-Supervision
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision
M. Taher
Michael B. Gotway
Jianming Liang
MedIm
359
15
0
24 Apr 2024
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of
  Periodic Signals
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals
Jeremy Speth
Nathan Vance
Patrick Flynn
Adam Czajka
270
4
0
20 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision
  Transformers via Masked Image Modeling Pre-Training
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training
Jin Gao
Shubo Lin
Shaoru Wang
Yutong Kou
Zeming Li
Liang Li
Congxuan Zhang
Xiaoqin Zhang
Yizheng Wang
Weiming Hu
356
10
0
18 Apr 2024
12345
Next
Page 1 of 5